upgrade infra · ai infrastructure optimization
we audit, optimize, and run your AI infrastructure. you ship features. we cut your cloud bill.
talk to our AI audit bot — 2 min free assessment →Most AI products slow down, break, or burn money when usage increases.
Answer a few questions to estimate:
Production benchmarks (AI systems)
Check your AI infrastructure health
Architecture Components
Most AI systems operate far below optimal efficiency.
Estimated impact
Faster. Cheaper. Stable. Scalable. In 30 days or less.
Others hand you a slide deck. We get in, implement the changes, and deliver measurable results. Three phases. Start with an audit. Fix what's broken. Keep it healthy.
Low risk · "Look, don't touch"
We review your cloud and AI stack and deliver a clear report: where you're burning money, where latency originates, and what's at risk.
Free for qualified teams
Get your audit →We implement · You ship features
We migrate, optimize, and secure. Vector DB migrations, semantic caching, containerization and auto-scaling. Staging first, zero-downtime cutover.
Project-based pricing
Discuss your stack →Recurring · Peace of mind
We monitor cost and latency daily. We get paged, not you. Monthly optimization report and dependency updates. On-call for critical issues.
Monthly retainer
Lock in savings →Teams losing money or users because of cost or latency — and ready to fix it.
Your cloud bill just crossed $10K/month and keeps climbing. We cut inference costs 30–50% with caching, self-hosted models, and smarter vector DB choices.
"Chat with your data" that's too slow or too expensive. We optimize vector search, embeddings, and streaming so answers feel instant and margins stay healthy.
Zapier or n8n Cloud costs spiraling out of control. We move you to self-hosted infrastructure — unlimited runs, one flat cost, full control.
Deals blocked by security and compliance requirements. We harden your infra: VPC, IAM, audit logs, SOC2 readiness — so you pass and close.
Production migrations with zero data loss. Your users never notice.
If we don't save what we promised, you get a full refund.
~2 hours of your time over 4 weeks. We handle the rest.
Deep AI infrastructure expertise meets proven marketing and growth. We fix your stack and tell your story.
IIT alumnus and AI expert with a patent in artificial intelligence. Co-founder of two AI startups with 2+ years building and optimizing AI systems in production. At Upgrade Infra, Akhil runs every audit and implementation — cloud cost optimization, model serving pipelines, migrations, and monitoring. He treats your infrastructure like his own.
Marketing expert and blockchain marketing lead at Serotonin, a leading brand in the blockchain industry where she spearheaded Ethereum ecosystem marketing and growth. At Upgrade Infra, Harshita handles client communication, professional audit reports, and case studies — so founders and investors always see the full picture.
Pick a time. We'll look at your stack and tell you exactly where you're wasting money and where latency comes from. No obligation. No sales pitch.
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